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Add Paris-Lille-3D Dataset #28

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CCInc opened this issue Dec 1, 2022 · 3 comments
Open

Add Paris-Lille-3D Dataset #28

CCInc opened this issue Dec 1, 2022 · 3 comments
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@CCInc
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CCInc commented Dec 1, 2022

The Paris-Lille-3D is a Dataset and a Benchmark on Point Cloud Classification. The data has been produced by a Mobile Laser System (MLS) in two different cities in France (Paris and Lille).

The Point Cloud has been labeled entirely by hand with 50 different classes to help the research community on automatic point cloud segmentation and classification algorithms.

https://npm3d.fr/paris-lille-3d

@CCInc CCInc added help wanted Extra attention is needed dataset Issues pretaining to Datasets labels Dec 1, 2022
@CCInc
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CCInc commented Dec 1, 2022

@aaronfderybel
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Hi @CCInc ,
This seems like a rather straightforward dataset to implement. I have not seen examples of implementation using torch_geo or torch dataloader classes of this dataset. But I can get started on this.
If you have any suggestions for implementing or direction feel free to comment.

@CCInc
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CCInc commented Dec 9, 2022

@aaronfderybel sounds great! I have not used this dataset before so I'm not sure how exactly it's stored but feel free to follow along with the Pytorch Geometric tutorial https://pytorch-geometric.readthedocs.io/en/latest/notes/create_dataset.html#creating-larger-datasets and the examples within this repo. You can also check out this if you haven't seen it yet.

Let me know if you have any questions!

@CCInc CCInc removed the help wanted Extra attention is needed label Dec 9, 2022
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